Domain Generalization vs Data Augmentation: An Unbiased Perspective. - Francesco Cappio Borlino; Antonio D'Innocente; Tatiana Tommasi (ECCV Workshops (1), 2020)

One-Shot Unsupervised Cross-Domain Detection. - Antonio D'Innocente; Francesco Cappio Borlino; Silvia Bucci; Barbara Caputo; Tatiana Tommasi (ECCV (16), 2020)

Rethinking Domain Generalization Baselines. - Francesco Cappio Borlino; Antonio D'Innocente; Tatiana Tommasi (ICPR, 2020)

Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection. - Francesco Cappio Borlino; Salvatore Polizzotto; Antonio D'Innocente; Silvia Bucci; Barbara Caputo; Tatiana Tommasi (CoRR, 2021)

Semantic Novelty Detection via Relational Reasoning. - Francesco Cappio Borlino; Silvia Bucci; Tatiana Tommasi (ECCV (25), 2022)

Contrastive Learning for Cross-Domain Open World Recognition. - Francesco Cappio Borlino; Silvia Bucci; Tatiana Tommasi (IROS, 2022)

3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds. - Antonio Alliegro; Francesco Cappio Borlino; Tatiana Tommasi (NeurIPS, 2022)

Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation. - Silvia Bucci; Francesco Cappio Borlino; Barbara Caputo; Tatiana Tommasi (WACV, 2022)

Towards Open Set 3D Learning: A Benchmark on Object Point Clouds. - Antonio Alliegro; Francesco Cappio Borlino; Tatiana Tommasi (CoRR, 2022)

Self-supervision & meta-learning for one-shot unsupervised cross-domain detection. - Francesco Cappio Borlino; Salvatore Polizzotto; Barbara Caputo; Tatiana Tommasi (Comput. Vis. Image Underst., 2022)

Large Class Separation is Not What You Need for Relational Reasoning-Based OOD Detection. - Lorenzo Li Lu; Giulia D'Ascenzi; Francesco Cappio Borlino; Tatiana Tommasi (ICIAP (2), 2023)

OpenPatch: a 3D patchwork for Out-Of-Distribution detection. - Paolo Rabino; Antonio Alliegro; Francesco Cappio Borlino; Tatiana Tommasi (CoRR, 2023)

Foundation Models and Fine-Tuning: A Benchmark for Out of Distribution Detection. - Francesco Cappio Borlino; Lorenzo Li Lu; Tatiana Tommasi (IEEE Access, 2024)